Relationship between classifier performance and distributional complexity for small samples
Given a limited number of samples for classification, several issues arise with respect to design, performance and analysis of classifiers. This is especially so in the case of microarray-based classification. In this paper, we use a complexity measure based mixture model to study classifier perform...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Others |
| Language: | en_US |
| Published: |
Texas A&M University
2004
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/1969.1/1201 |